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Articles (17)

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1-10 of 17 results for eICU Collaborative Research Database

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Select article: Enhancing predictions with a stacking ensemble model for ICU mortality risk in patients with sepsis-associated encephalopathy

Open access

Research article

First published 2024-3

Enhancing predictions with a stacking ensemble model for ICU mortality risk in patients with sepsis-associated encephalopathy

Xuhui Liu, Hao Niu, Jiahua Peng

Journal of International Medical Research

Select article: Association Between Red Cell Distribution Width and Hospital Mortality in Patients with Sepsis

Open access

Research article

First published 2021-4

Association Between Red Cell Distribution Width and Hospital Mortality in Patients with Sepsis

Yide Li, Yingfang She, Le Fu [...]

Journal of International Medical Research

Select article: Interpretable machine learning prediction models for 28-day mortality in critically ill patients with atrial fibrillation and acute kidney injury

Open access

Research article

First published 2026

Interpretable machine learning prediction models for 28-day mortality in critically ill patients with atrial fibrillation and acute kidney injury

Linlin Gao, Aili Yuan, Meixiang Wang

DIGITAL HEALTH

Select article: Using machine learning algorithms to predict 28-day mortality in critically ill elderly patients with colorectal cancer

Open access

Research article

First published 2023-11

Using machine learning algorithms to predict 28-day mortality in critically ill elderly patients with colorectal cancer

Chunxia Guo, Jun Pan, Shan Tian [...]

Journal of International Medical Research

Select article: Dexmedetomidine Use and Reduced In-hospital Mortality in ICU Patients with Delirium: A Retrospective Study Based on Two Observational Cohorts

Retricted access

Research article

First published 2026

Dexmedetomidine Use and Reduced In-hospital Mortality in ICU Patients with Delirium: A Retrospective Study Based on Two Observational Cohorts

Lizhi Fu, Sai Zhou, Huiping Liu [...]

Journal of Intensive Care Medicine

Select article: Machine learning-based prognostic model for in-hospital mortality of aortic dissection: Insights from an intensive care medicine perspective

Open access

Research article

First published 2024

Machine learning-based prognostic model for in-hospital mortality of aortic dissection: Insights from an intensive care medicine perspective

Jiahao Lei, Zhuojing Zhang, Yixuan Li [...]

DIGITAL HEALTH

Select article: Construction and validation of a mortality prediction model for patients with sepsis-associated encephalopathy: Interpretable machine learning approach

Open access

Research article

First published 2025

Construction and validation of a mortality prediction model for patients with sepsis-associated encephalopathy: Interpretable machine learning approach

Ziyi Wang, Lingling Ge, Yongkui Zhu [...]

DIGITAL HEALTH

Select article: Interpretable machine learning models for predicting in-hospital mortality in patients with chronic critical illness and heart failure: A multicenter study

Open access

Research article

First published 2025

Interpretable machine learning models for predicting in-hospital mortality in patients with chronic critical illness and heart failure: A multicenter study

Min He, Yongqi Lin, Siyu Ren [...]

DIGITAL HEALTH

Select article: Predicting time-to-event outcomes in critically ill patients with intracerebral hemorrhage using machine learning

Open access

Research article

First published 2026-3

Predicting time-to-event outcomes in critically ill patients with intracerebral hemorrhage using machine learning

Jianhua Chen, Mengjie Wang, Xiaoqin Xia [...]

Journal of International Medical Research

Select article: Interpretable Machine Learning Approach for Predicting 30-Day Mortality of Critical Ill Patients with Pulmonary Embolism and Heart Failure: A Retrospective Study

Open access

Research article

First published 2024

Interpretable Machine Learning Approach for Predicting 30-Day Mortality of Critical Ill Patients with Pulmonary Embolism and Heart Failure: A Retrospective Study

Jing Liu, Ruobei Li, Tiezhu Yao [...]

Clinical and Applied Thrombosis/Hemostasis

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